Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-01-05 1.248343 1.500808 1.810796 2.226226 2.779166 3.506059e+00 4.562667e+00
2025-01-12 0.873804 1.153282 1.544968 2.158321 3.144681 4.772265e+00 7.930141e+00
2025-01-19 0.685715 0.961128 1.382611 2.119648 3.489544 6.227189e+00 1.324094e+01
2025-01-26 0.603230 0.890025 1.364013 2.281384 4.246670 9.070383e+00 2.650802e+01
2025-02-02 0.537010 0.824674 1.330145 2.394665 4.980303 1.272407e+01 5.426388e+01
2025-02-09 0.473173 0.748150 1.253777 2.389930 5.444081 1.633766e+01 1.049694e+02
2025-02-16 0.416954 0.673931 1.163149 2.319815 5.698093 1.975248e+01 1.981661e+02
2025-02-23 0.382620 0.633277 1.128863 2.369150 6.358780 2.649920e+01 5.518464e+02
2025-03-02 0.357936 0.606400 1.116502 2.469536 7.294961 3.786545e+01 2.895290e+03
2025-03-09 0.330885 0.570623 1.077303 2.484369 7.947429 5.046872e+01 3.841346e+04
2025-03-16 0.300989 0.525114 1.007912 2.390426 8.082408 5.975797e+01 9.839572e+07
2025-03-23 0.286232 0.508549 1.002150 2.487420 9.232928 9.053822e+01 NaN
2025-03-30 0.268350 0.483754 0.973786 2.509596 10.095628 1.303423e+02 NaN
2025-04-06 0.247797 0.451008 0.920840 2.434391 10.361151 1.656987e+02 NaN
2025-04-13 0.231041 0.424696 0.880012 2.389836 10.813378 2.234320e+02 NaN
2025-04-20 0.225605 0.422617 0.901046 2.580206 13.245330 5.145849e+02 NaN
2025-04-27 0.218111 0.414950 0.905906 2.713919 15.609374 1.276499e+03 NaN
2025-05-04 0.206605 0.396769 0.878892 2.708331 16.777443 2.579139e+03 NaN
2025-05-11 0.193836 0.374425 0.836963 2.625558 17.069253 4.356849e+03 NaN
2025-05-18 0.186355 0.363872 0.827236 2.683786 19.167050 1.930672e+04 NaN
2025-05-25 0.181013 0.357883 0.829872 2.802479 22.510615 1.496622e+06 NaN
2025-06-01 0.173493 0.345859 0.812652 2.820040 24.622547 NaN NaN
2025-06-08 0.163571 0.327107 0.772478 2.708918 24.446308 NaN NaN